. "Artificial Intelligence"@en . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . "Application of artificial intelligence in big data technologies"@en . . "3" . "Attention is being paid to basic artificial intelligence domains – search, representation, \nuncertainty. Discussed are approaches, techniques, representation techniques and basic \nalgorithms. Besides classical algorithms search topic considers heuristics and \napproximation as modelling strategies. The representation topic covers constraint \nsatisfaction, logical formalism and effective algorithms for logical inference. The \nuncertainty topic refers to probabilistic inference, formalisms for decision processes and \napproaches for uncertainty modeling. Algorithms used in practical artificial intelligence are\npresented. Application of investigated artificial intelligence models in natural language \nprocessing, vision, machine learning and robotics is discussed. \n\nOutcome:\nEquipped with theoretical knowledge and practical skills the students will be able to select the \nalgorithm that fits best for inference in a specific domain; to implement and tune artificial \nintelligence algorithms; to select the appropriate representation of artificial intelligence \nproblem or domain model, as well as to design models with desired representation." . . "Presential"@en . "FALSE" . . "Master of Big Data Analytics"@en . . "https://www.tu-sofia.bg/specialties/preview/863 https://www.tu-sofia.bg/uplanEn/FAMI/Master/UPlan_M_BDA_2020_EN.pdf" . "60"^^ . "Presential"@en . "The Master's Degree focuses on training related to the development of software for Big Data Analysis on Social Networks, Big Data Ecosystem Security, Digital Big Data and Computer Forensics and Intelligent Personalized Medicine Systems. The specialized disciplines are related to the most up-to-date areas of software science and informatics (cloud platforms and services, big data analysis, knowledge extraction, decision making). The practical orientation of the training is related to the development of coursework in compulsory disciplines and individual software projects in selected disciplines. A diploma thesis is being developed during the last academic semester. Graduates in the specialty “Analysis of Large Arrays and Data Flows” receive a Master's Degree in Computer Science, Big Data Analyst."@en . . . "1"@en . "FALSE" . . . "Master"@en . "Thesis" . "1000.00" . "Bulgarian Lev"@en . "7036.5" . "Recommended" . "The specialty “Big Data Analytics” is among the 5 with highest income for graduates according to the rating system of higher schools.\r\n\r\nThey could find work as:\r\n\r\n1. analyzers and software specialists in scientific institutes, organizations and companies, using contemporary information technologies;\r\n2. analyzers in software companies;\r\n3. analyzers in state administration, in the development of e-management;\r\n4. in financial and insurance institutions;\r\n5. university lecturers and research workers."@en . "1"^^ . "FALSE" . "Midstream"@en . . . . . . . . . . . . . . . . . . . .